Understanding Walk Forward Validation in Time Series Analysis: A Practical Guide
Time series analysis is crucial in various fields, from predicting stock market trends to forecasting weather patterns. However, simply building a time series model isn’t enough; we need to ensure that the model is accurate and reliable. This is where validation comes in. Validation is evaluating how well a model performs on unseen data, ensuring […]